My hot (maybe just warm these days) take is, the problem with voice assistants on phones is they have to be able to have reasonable responses to a long tail or users will learn not to use them, since the use cases aren’t discoverable and the primarily value is talking to it like a person.

So voice assistants backed by very large LLMs over the network are going to win even if we solve the (substantial) battery usage issue.